الرئيسية الأخبار أحدث الأوراق البحثية الدروس مجموعات البيانات الموسوعة SOTA نماذج LLM لوحة الأداء GPU الفعاليات

العربية

Time Series Forecasting On Electricity 720

المقاييس

MSE

النتائج

نتائج أداء النماذج المختلفة على هذا المعيار القياسي

اسم النموذج	MSE	Paper Title	Repository
MoLE-RMLP	0.178	Mixture-of-Linear-Experts for Long-term Time Series Forecasting
PatchTST/64	0.197	A Time Series is Worth 64 Words: Long-term Forecasting with Transformers
PRformer	0.185	PRformer: Pyramidal Recurrent Transformer for Multivariate Time Series Forecasting
MoLE-DLinear	0.18	Mixture-of-Linear-Experts for Long-term Time Series Forecasting
xPatch	0.190	xPatch: Dual-Stream Time Series Forecasting with Exponential Seasonal-Trend Decomposition
TEFN	0.253	Time Evidence Fusion Network: Multi-source View in Long-Term Time Series Forecasting	-
DiPE-Linear	0.198	Disentangled Interpretable Representation for Efficient Long-term Time Series Forecasting
DLinear	0.203	Are Transformers Effective for Time Series Forecasting?

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